Content repurposing with an AI agent

Content repurposing means turning an existing piece of content into new drafts for different channels. A webinar might become a newsletter, a LinkedIn post and a short video script. The source provides the facts and ideas, but each draft needs a different structure and purpose.

An AI agent can handle much of this drafting if you give it reliable source material, channel-specific instructions and examples of your company's voice. The work still needs editorial judgement. Someone must check that the facts survive each rewrite, the language sounds right and nothing goes public without approval.

Start with a source worth reusing

Choose material that already contains a useful explanation, a clear argument or information your audience needs. It could be a research memo, a recorded presentation, a product announcement or an interview with a subject expert. Length matters less than substance. A short briefing with a strong central point may be easier to reuse than an hour-long recording full of digressions.

Before handing over the material, mark what is approved and what remains uncertain. A product announcement might describe a confirmed feature alongside a launch date that has not been settled. An interview might contain a speaker's personal opinion that should not become an official company position. An agent cannot reliably distinguish those boundaries unless you explain them.

Give the agent the original source, its publication status, the intended audience and any restrictions on reuse. Point to approved references for names, dates and product claims. Tell it not to invent customer stories, statistics or missing details. If the source does not support a claim, the agent should flag the gap rather than fill it with a plausible sentence.

Give each channel a separate assignment

Asking for five versions of the same article usually produces five versions of the same message. A shorter paragraph or a different headline does not give each audience a reason to read. Define what every draft needs to accomplish before the agent starts writing.

Each assignment should specify the intended reader, approximate length, format and next action. A newsletter may invite subscribers to read the full report. A video script may need to stand on its own. A sales note may require precise product language rather than a catchy introduction.

Also tell the agent which facts must remain consistent across all drafts. Some examples can be dropped for brevity, while others may be essential to a particular channel. A technical qualification that protects the meaning of a claim should not disappear just because a social post needs to be short.

Use examples to teach your brand voice

Instructions such as "clear, friendly and professional" are too broad to guide much editorial work. Give the agent two or three examples that sound like your business, then explain what makes them suitable. Perhaps your team opens with a practical problem, uses contractions and avoids grand claims. Perhaps you explain technical terms for general readers but use them freely in specialist material.

Include a negative example if a recurring mistake needs correcting. Show a headline that promises more than the article delivers or a sentence that sounds too promotional. Explain the problem plainly. "Do not call a routine product update revolutionary" gives the agent a concrete rule it can apply to new drafts.

The goal is a consistent voice, not identical wording. A newsletter can sound conversational while a technical article stays precise. The level of detail should fit the channel, but your standards for evidence, uncertainty and product claims should remain the same.

Keep the examples up to date. If your positioning changes, replace old references so the agent does not repeat a description your team no longer uses. Voice guidance needs occasional editorial maintenance, especially when several people contribute to the source material.

Review the drafts against the original

One source can produce several useful drafts, but it can also spread one mistake across every channel. An outdated product claim may appear in a newsletter, a social post and a sales note before anyone spots it. Reviewing each piece on its own is not enough.

Compare every draft with the source. Check names, figures, dates, quotations and product descriptions. Pay particular attention to shortened explanations. A sentence that was accurate in a detailed report may become misleading after the agent removes a qualification or separates it from the evidence.

Then assess the writing for its intended channel. Read the video script aloud. Check the email's subject line and destination links. For a blog post, confirm that it answers the intended search query without repeating the same point to fill space. Ask whether the opening fits the audience and whether the proposed next action makes sense.

Give specific feedback when a draft needs work. Instead of saying "make this more accurate," identify the sentence and explain why it is wrong: "This overstates the finding because the source describes an early test, not a released feature." The agent can act on that instruction, and you can check the correction against the same evidence.

Treat every deliverable as a separate editorial decision. Approval of the newsletter does not mean the video script is ready, even if both came from the same source. If a headline, link or claim changes after review, check the revised version before it is released.

Keep publication behind a human checkpoint

Preparing content and publishing it are different permissions. A draft can remain inside the workspace while an editor checks its claims, wording and destination. Once a piece is public, an error can be copied or read as a company commitment before anyone has time to correct it.

A sensible agent workflow covers source gathering, drafting, checks against the brief and delivery of the finished drafts for review. It stops when an action requires human approval. Permission to prepare a LinkedIn post does not grant permission to publish it, and approval of one post does not authorise future posts.

In Delagents, public publishing always requires a person. The approvals inbox shows the proposed action, the cost so far and a deadline on a review card. A person can approve, change or reject it. Each delegation has a hard budget cap, and an append-only activity log records tool calls, approvals and policy changes.

This distinction is especially useful when one assignment produces several pieces. Each draft can be checked on its own merits, and each public release remains a separate decision. The person responsible for the content retains control over what the organisation actually says.

Test the process with two channels

Start with a source your team already trusts and choose two channels with different writing requirements. Turning a webinar into a newsletter and a short video script is a useful first test. Prepare the source packet, attach your voice examples and write a separate assignment for each format.

Review the results side by side. Mark any facts that disappeared, qualifications that changed meaning and phrases that sound unlike your team. Use those observations to revise the brief before expanding the batch. If the same error keeps appearing, improve the instructions or source material rather than expecting an editor to catch it every time.

The content repurposer template is a starting point for setting up this kind of delegation. Adapt it to your channels, source material and approval requirements before the first run.

For your first test, choose one approved source, name two channels, attach two strong examples of your brand voice and assign a person to review the drafts. Give the agent the brief, compare its deliverables with the original and keep publication on hold until the final versions have been read and approved.